Literature DB >> 30027303

Autonomous neuro-registration for robot-based neurosurgery.

Abhishek Kaushik1, T A Dwarakanath2, Gaurav Bhutani2.   

Abstract

PURPOSE: Neuro-registration is of primary importance as it has a bearing on the accuracy of neurosurgery. Although the accuracy of surgical robots is within the acceptable medical standards, the overall surgical accuracy is dictated by the errors in the neuro-registration process. The purpose of this work is to automate the neuro-registration process to improve the overall accuracy of the robot-based neurosurgery.
METHOD: A highly accurate 6-degree-of-freedom Parallel Kinematic Mechanism (6D-PKM) robot is used for both neuro-registration and neurosurgery. In neuro-registration, after measurement of points in the medical image space, the end-platform of the 6D-PKM surgical robot carrying the camera will autonomously navigate towards the fiducial markers to measure its coordinates in the real patient space. An accurate relationship between the medical image space and the real patient space is established, and the same robot will navigate the surgical tool to the target.
RESULTS: In order to validate the proposed method for autonomous neuro-registration, experiments are performed using four phantoms. The four phantoms are as follows: PVC skull model, two acrylic blocks and a glass jar with coaxial shells. These phantoms are specifically designed to simulate the neurosurgical process. All the phantoms are registered successfully using the above-stated method. After autonomous neuro-registration, the coordinates of the target point are determined. Neurosurgery validation is carried out by attaching a 1-mm-diameter needle to the robot platform, which is autonomously traversed to reach the target point passing through the two 2-mm-diameter coaxial holes. The experiments are repeated, and the results reveal very good repeatability.
CONCLUSION: A method for autonomous neuro-registration has been developed. The robot has been successfully registered using the above method. After successful neuro-registration the overall accuracy of the robot-based neurosurgery is considerably improved. The other benefits of the above method are as follows: elimination of line-of-sight problem, no need of extra unit for neuro-registration, less time for registration, intraoperative registration, human error reduction and low cost.

Entities:  

Keywords:  Application of parallel manipulator in surgery; Autonomous neuro-registration; Image-guided surgery; Neuronavigation; Robot-based neurosurgery

Mesh:

Year:  2018        PMID: 30027303     DOI: 10.1007/s11548-018-1826-3

Source DB:  PubMed          Journal:  Int J Comput Assist Radiol Surg        ISSN: 1861-6410            Impact factor:   2.924


  8 in total

1.  Effect of registration mode on neuronavigation precision: an exploration of the role of random error.

Authors:  Asem Salma; Orphée Makiese; Steffen Sammet; Mario Ammirati
Journal:  Comput Aided Surg       Date:  2012-06-08

2.  Risks and benefits of patient positioning during neurosurgical care.

Authors:  Irene Rozet; Monica S Vavilala
Journal:  Anesthesiol Clin       Date:  2007-09

3.  Preoperative planning and intraoperative navigation in skull base surgery.

Authors:  S Hassfeld; J Zöller; F K Albert; C R Wirtz; M Knauth; J Mühling
Journal:  J Craniomaxillofac Surg       Date:  1998-08       Impact factor: 2.078

4.  Comparative study of application accuracy of two frameless neuronavigation systems: experimental error assessment quantifying registration methods and clinically influencing factors.

Authors:  Dimitrios Paraskevopoulos; Andreas Unterberg; Roland Metzner; Jens Dreyhaupt; Georg Eggers; Christian Rainer Wirtz
Journal:  Neurosurg Rev       Date:  2011-01-19       Impact factor: 3.042

5.  MRI-PET registration with automated algorithm.

Authors:  R P Woods; J C Mazziotta; S R Cherry
Journal:  J Comput Assist Tomogr       Date:  1993 Jul-Aug       Impact factor: 1.826

Review 6.  Neuronavigation and surgery of intracerebral tumours.

Authors:  P W A Willems; J W Berkelbach van der Sprenkel; C A F Tulleken; M A Viergever; M J B Taphoorn
Journal:  J Neurol       Date:  2006-09-20       Impact factor: 4.849

7.  The Zeiss-MKM system for frameless image-guided approach in epidural motor cortex stimulation for central neuropathic pain.

Authors:  B Pirotte; P Voordecker; F Joffroy; N Massager; D Wikler; D Baleriaux; M Levivier; J Brotchi
Journal:  Neurosurg Focus       Date:  2001-09-15       Impact factor: 4.047

8.  Comparison of manual and automatic MR-CT registration for radiotherapy of prostate cancer.

Authors:  Anne Sofie Korsager; Jesper Carl; Lasse Riis Østergaard
Journal:  J Appl Clin Med Phys       Date:  2016-05-08       Impact factor: 2.102

  8 in total

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